Profiling Report

Dataset statistics

Number of variables	26
Number of observations	57521
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	8
Duplicate rows (%)	< 0.1%
Total size in memory	13.9 MiB
Average record size in memory	252.7 B

Variable types

Text	8
DateTime	1
Categorical	9
Numeric	8

Alerts

`Start Date` has constant value ""	Constant
Dataset has 8 (< 0.1%) duplicate rows	Duplicates
`Education` is highly overall correlated with `Experience_encoded`	High correlation
`Education_Encoded` is highly overall correlated with `Experience_encoded`	High correlation
`Experience` is highly overall correlated with `Experience_encoded`	High correlation
`Experience_encoded` is highly overall correlated with `Education` and 2 other fields	High correlation
`Work_hours` is highly overall correlated with `Work_hours_measure`	High correlation
`Work_hours_measure` is highly overall correlated with `Work_hours`	High correlation
`Employment Type` is highly imbalanced (53.4%)	Imbalance
`Languages` is highly imbalanced (83.6%)	Imbalance
`Work_hours_measure` is highly imbalanced (95.6%)	Imbalance
`Salary_measure` is highly imbalanced (77.0%)	Imbalance
`Vacancies` is highly skewed (γ1 = 21.67653106)	Skewed
`Work_hours` is highly skewed (γ1 = 31.85633126)	Skewed
`Derived_Monthly_Salary` is highly skewed (γ1 = 46.05960324)	Skewed
`Experience_encoded` has 17549 (30.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 23:08:09.781410
Analysis finished	2024-04-16 23:09:59.632055
Duration	1 minute and 49.85 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Title
Text

Distinct	6354
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	124
Median length	98
Mean length	20.680378
Min length	4

Characters and Unicode

Total characters	1189556
Distinct characters	82
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2916 ?
Unique (%)	5.1%

Sample

1st row	cabinetmaker
2nd row	restoration carpenter
3rd row	painter
4th row	store manager - retail
5th row	administrative assistant

Value	Count	Frequency (%)
supervisor	6386	4.3%
food	5384	3.6%
	5179	3.5%
assistant	4324	2.9%
service	4140	2.8%
manager	3547	2.4%
cook	3526	2.4%
administrative	2982	2.0%
helper	2485	1.7%
retail	2302	1.5%
Other values (2784)	108636	73.0%

Most occurring characters

Value	Count	Frequency (%)
e	131085	11.0%
r	108951	9.2%
a	92389	7.8%
	91469	7.7%
i	90804	7.6%
t	84597	7.1%
s	78541	6.6%
o	78065	6.6%
n	73533	6.2%
c	61800	5.2%
Other values (72)	298322	25.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1076564	90.5%
Space Separator	91473	7.7%
Dash Punctuation	6738	0.6%
Other Punctuation	5876	0.5%
Uppercase Letter	5489	0.5%
Close Punctuation	1659	0.1%
Open Punctuation	1659	0.1%
Decimal Number	98	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	131085	12.2%
r	108951	10.1%
a	92389	8.6%
i	90804	8.4%
t	84597	7.9%
s	78541	7.3%
o	78065	7.3%
n	73533	6.8%
c	61800	5.7%
l	37248	3.5%
Other values (20)	239551	22.3%

Uppercase Letter

Value	Count	Frequency (%)
E	1093	19.9%
C	1005	18.3%
N	409	7.5%
R	388	7.1%
T	352	6.4%
A	281	5.1%
P	233	4.2%
W	212	3.9%
O	198	3.6%
I	190	3.5%
Other values (15)	1128	20.6%

Other Punctuation

Value	Count	Frequency (%)
,	4516	76.9%
.	616	10.5%
/	523	8.9%
'	177	3.0%
"	14	0.2%
&	10	0.2%
#	9	0.2%
:	6	0.1%
!	3	0.1%
*	2	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	23	23.5%
0	15	15.3%
2	15	15.3%
3	15	15.3%
4	6	6.1%
5	6	6.1%
6	6	6.1%
8	5	5.1%
9	4	4.1%
7	3	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	6685	99.2%
–	49	0.7%
—	4	0.1%

Space Separator

Value	Count	Frequency (%)
	91469	> 99.9%
	4	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1659	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1659	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1082053	91.0%
Common	107503	9.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	131085	12.1%
r	108951	10.1%
a	92389	8.5%
i	90804	8.4%
t	84597	7.8%
s	78541	7.3%
o	78065	7.2%
n	73533	6.8%
c	61800	5.7%
l	37248	3.4%
Other values (45)	245040	22.6%

Common

Value	Count	Frequency (%)
	91469	85.1%
-	6685	6.2%
,	4516	4.2%
)	1659	1.5%
(	1659	1.5%
.	616	0.6%
/	523	0.5%
'	177	0.2%
–	49	< 0.1%
1	23	< 0.1%
Other values (17)	127	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1189450	> 99.9%
Punctuation	53	< 0.1%
None	53	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	131085	11.0%
r	108951	9.2%
a	92389	7.8%
	91469	7.7%
i	90804	7.6%
t	84597	7.1%
s	78541	6.6%
o	78065	6.6%
n	73533	6.2%
c	61800	5.2%
Other values (65)	298216	25.1%

Punctuation

Value	Count	Frequency (%)
–	49	92.5%
—	4	7.5%

None

Value	Count	Frequency (%)
é	44	83.0%
	4	7.5%
â	3	5.7%
ô	1	1.9%
î	1	1.9%

Date Posted
Date

Distinct	117
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Minimum	2023-11-30 00:00:00
Maximum	2024-03-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Employer
Text

Distinct	33158
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	156
Median length	106
Mean length	23.466682
Min length	2

Characters and Unicode

Total characters	1349827
Distinct characters	121
Distinct categories	14 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23530 ?
Unique (%)	40.9%

Sample

1st row	Sympro Mfg Inc.
2nd row	Supra Restoration Services LTD
3rd row	Majestic Renovations
4th row	professional book fairs
5th row	URBAN DECOR FURNISHINGS

Value	Count	Frequency (%)
inc	14003	6.8%
ltd	12413	6.1%
	4722	2.3%
de	3749	1.8%
services	2728	1.3%
canada	1962	1.0%
and	1916	0.9%
centre	1566	0.8%
alberta	1471	0.7%
la	1349	0.7%
Other values (27293)	158555	77.6%

Most occurring characters

Value	Count	Frequency (%)
	148305	11.0%
e	81403	6.0%
a	72468	5.4%
n	68469	5.1%
i	61495	4.6%
t	60984	4.5%
r	58089	4.3%
o	55310	4.1%
s	43778	3.2%
I	34702	2.6%
Other values (111)	664824	49.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	731205	54.2%
Uppercase Letter	396121	29.3%
Space Separator	148323	11.0%
Decimal Number	37857	2.8%
Other Punctuation	29113	2.2%
Dash Punctuation	5091	0.4%
Open Punctuation	913	0.1%
Close Punctuation	911	0.1%
Math Symbol	164	< 0.1%
Final Punctuation	113	< 0.1%
Other values (4)	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	81403	11.1%
a	72468	9.9%
n	68469	9.4%
i	61495	8.4%
t	60984	8.3%
r	58089	7.9%
o	55310	7.6%
s	43778	6.0%
l	34085	4.7%
c	32737	4.5%
Other values (34)	162387	22.2%

Uppercase Letter

Value	Count	Frequency (%)
I	34702	8.8%
C	33543	8.5%
S	31401	7.9%
E	30221	7.6%
A	28818	7.3%
L	28446	7.2%
T	27425	6.9%
N	23800	6.0%
R	23240	5.9%
D	16861	4.3%
Other values (25)	117664	29.7%

Other Punctuation

Value	Count	Frequency (%)
.	20669	71.0%
&	3902	13.4%
'	2853	9.8%
/	780	2.7%
,	607	2.1%
#	103	0.4%
?	103	0.4%
!	30	0.1%
;	19	0.1%
:	19	0.1%
Other values (4)	28	0.1%

Decimal Number

Value	Count	Frequency (%)
1	5668	15.0%
2	5309	14.0%
0	4591	12.1%
9	3629	9.6%
3	3516	9.3%
4	3165	8.4%
5	3103	8.2%
6	3024	8.0%
8	2986	7.9%
7	2866	7.6%

Dash Punctuation

Value	Count	Frequency (%)
-	5089	> 99.9%
–	1	< 0.1%
—	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
+	109	66.5%
\|	53	32.3%
>	2	1.2%

Space Separator

Value	Count	Frequency (%)
	148305	> 99.9%
	18	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	912	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	910	99.9%
]	1	0.1%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	50.0%
“	1	50.0%

Final Punctuation

Value	Count	Frequency (%)
’	113	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	10	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1127326	83.5%
Common	222501	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	81403	7.2%
a	72468	6.4%
n	68469	6.1%
i	61495	5.5%
t	60984	5.4%
r	58089	5.2%
o	55310	4.9%
s	43778	3.9%
I	34702	3.1%
l	34085	3.0%
Other values (69)	556543	49.4%

Common

Value	Count	Frequency (%)
	148305	66.7%
.	20669	9.3%
1	5668	2.5%
2	5309	2.4%
-	5089	2.3%
0	4591	2.1%
&	3902	1.8%
9	3629	1.6%
3	3516	1.6%
4	3165	1.4%
Other values (32)	18658	8.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1344262	99.6%
None	5448	0.4%
Punctuation	117	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	148305	11.0%
e	81403	6.1%
a	72468	5.4%
n	68469	5.1%
i	61495	4.6%
t	60984	4.5%
r	58089	4.3%
o	55310	4.1%
s	43778	3.3%
I	34702	2.6%
Other values (77)	659259	49.0%

None

Value	Count	Frequency (%)
é	3103	57.0%
É	1444	26.5%
è	459	8.4%
ô	106	1.9%
ê	83	1.5%
Î	58	1.1%
È	48	0.9%
à	21	0.4%
Ê	19	0.3%
	18	0.3%
Other values (19)	89	1.6%

Punctuation

Value	Count	Frequency (%)
’	113	96.6%
–	1	0.9%
‘	1	0.9%
“	1	0.9%
—	1	0.9%

Location
Text

Distinct	2715
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	62
Median length	53
Mean length	13.018793
Min length	7

Characters and Unicode

Total characters	748854
Distinct characters	81
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	923 ?
Unique (%)	1.6%

Sample

1st row	Mississauga, ON
2nd row	Bradford, ON
3rd row	Bradford, ON
4th row	Toronto, ON
5th row	Brampton, ON

Value	Count	Frequency (%)
on	14849	12.0%
ab	11718	9.5%
bc	10988	8.9%
qc	10791	8.7%
edmonton	4045	3.3%
calgary	3489	2.8%
surrey	2598	2.1%
sk	2437	2.0%
mb	2382	1.9%
vancouver	1718	1.4%
Other values (2807)	58966	47.6%

Most occurring characters

Value	Count	Frequency (%)
	66464	8.9%
,	57868	7.7%
a	46173	6.2%
o	44756	6.0%
r	40546	5.4%
n	40422	5.4%
e	37073	5.0%
B	31528	4.2%
i	30489	4.1%
t	29801	4.0%
Other values (71)	323734	43.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	429124	57.3%
Uppercase Letter	186795	24.9%
Space Separator	66464	8.9%
Other Punctuation	59491	7.9%
Dash Punctuation	6319	0.8%
Decimal Number	661	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	46173	10.8%
o	44756	10.4%
r	40546	9.4%
n	40422	9.4%
e	37073	8.6%
i	30489	7.1%
t	29801	6.9%
l	21537	5.0%
s	18171	4.2%
u	16727	3.9%
Other values (25)	103429	24.1%

Uppercase Letter

Value	Count	Frequency (%)
B	31528	16.9%
C	29132	15.6%
N	21129	11.3%
O	16408	8.8%
S	13973	7.5%
A	13935	7.5%
Q	11997	6.4%
M	8538	4.6%
E	5431	2.9%
L	4695	2.5%
Other values (18)	30029	16.1%

Decimal Number

Value	Count	Frequency (%)
1	126	19.1%
0	94	14.2%
2	78	11.8%
4	72	10.9%
3	63	9.5%
5	59	8.9%
9	45	6.8%
7	45	6.8%
6	42	6.4%
8	37	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	57868	97.3%
.	869	1.5%
'	747	1.3%
&	3	< 0.1%
/	2	< 0.1%
#	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	66464	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6319	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	615919	82.2%
Common	132935	17.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	46173	7.5%
o	44756	7.3%
r	40546	6.6%
n	40422	6.6%
e	37073	6.0%
B	31528	5.1%
i	30489	5.0%
t	29801	4.8%
C	29132	4.7%
l	21537	3.5%
Other values (53)	264462	42.9%

Common

Value	Count	Frequency (%)
	66464	50.0%
,	57868	43.5%
-	6319	4.8%
.	869	0.7%
'	747	0.6%
1	126	0.1%
0	94	0.1%
2	78	0.1%
4	72	0.1%
3	63	< 0.1%
Other values (8)	235	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	745044	99.5%
None	3810	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	66464	8.9%
,	57868	7.8%
a	46173	6.2%
o	44756	6.0%
r	40546	5.4%
n	40422	5.4%
e	37073	5.0%
B	31528	4.2%
i	30489	4.1%
t	29801	4.0%
Other values (60)	319924	42.9%

None

Value	Count	Frequency (%)
é	3056	80.2%
è	472	12.4%
ô	82	2.2%
Î	81	2.1%
â	42	1.1%
É	37	1.0%
ç	13	0.3%
ê	12	0.3%
à	8	0.2%
î	4	0.1%

Salary
Text

Distinct	4012
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	18
Median length	10
Mean length	10.142278
Min length	7

Characters and Unicode

Total characters	583394
Distinct characters	29
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2021 ?
Unique (%)	3.5%

Sample

1st row	27.00 HOUR
2nd row	30.00 HOUR
3rd row	30.00 HOUR
4th row	44.00 HOUR
5th row	25.50 HOUR

Value	Count	Frequency (%)
hour	51277	44.6%
year	5294	4.6%
18.00	3234	2.8%
20.00	2971	2.6%
17.00	2704	2.4%
25.00	2008	1.7%
19.00	1451	1.3%
22.00	1400	1.2%
15.00	1311	1.1%
27.00	1310	1.1%
Other values (3848)	42082	36.6%

Most occurring characters

Value	Count	Frequency (%)
0	88982	15.3%
	57521	9.9%
R	56571	9.7%
.	51995	8.9%
H	51438	8.8%
O	51438	8.8%
U	51277	8.8%
2	31485	5.4%
5	26921	4.6%
1	26071	4.5%
Other values (19)	89695	15.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	236264	40.5%
Uppercase Letter	232028	39.8%
Other Punctuation	57581	9.9%
Space Separator	57521	9.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	56571	24.4%
H	51438	22.2%
O	51438	22.2%
U	51277	22.1%
E	6702	2.9%
Y	6083	2.6%
A	5379	2.3%
W	704	0.3%
K	704	0.3%
L	704	0.3%
Other values (6)	1028	0.4%

Decimal Number

Value	Count	Frequency (%)
0	88982	37.7%
2	31485	13.3%
5	26921	11.4%
1	26071	11.0%
7	13140	5.6%
8	12562	5.3%
3	11419	4.8%
6	10956	4.6%
4	8445	3.6%
9	6283	2.7%

Other Punctuation

Value	Count	Frequency (%)
.	51995	90.3%
,	5586	9.7%

Space Separator

Value	Count	Frequency (%)
	57521	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	351366	60.2%
Latin	232028	39.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	56571	24.4%
H	51438	22.2%
O	51438	22.2%
U	51277	22.1%
E	6702	2.9%
Y	6083	2.6%
A	5379	2.3%
W	704	0.3%
K	704	0.3%
L	704	0.3%
Other values (6)	1028	0.4%

Common

Value	Count	Frequency (%)
0	88982	25.3%
	57521	16.4%
.	51995	14.8%
2	31485	9.0%
5	26921	7.7%
1	26071	7.4%
7	13140	3.7%
8	12562	3.6%
3	11419	3.2%
6	10956	3.1%
Other values (3)	20314	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	583394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	88982	15.3%
	57521	9.9%
R	56571	9.7%
.	51995	8.9%
H	51438	8.8%
O	51438	8.8%
U	51277	8.8%
2	31485	5.4%
5	26921	4.6%
1	26071	4.5%
Other values (19)	89695	15.4%

Employment Type
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Permanent Full Time	45371
Part Time	3693
Full time	3496
Term or contract	2289
Seasonal	1764

Length

Max length	19
Median length	19
Mean length	17.198762
Min length	8

Characters and Unicode

Total characters	989290
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Permanent Full Time
2nd row	Term or contract
3rd row	Permanent Full Time
4th row	Permanent Full Time
5th row	Permanent Full Time

Common Values

Value	Count	Frequency (%)
Permanent Full Time	45371	78.9%
Part Time	3693	6.4%
Full time	3496	6.1%
Term or contract	2289	4.0%
Seasonal	1764	3.1%
Not available	908	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
time	52560	32.7%
full	48867	30.4%
permanent	45371	28.2%
part	3693	2.3%
term	2289	1.4%
or	2289	1.4%
contract	2289	1.4%
seasonal	1764	1.1%
not	908	0.6%
available	908	0.6%

Most occurring characters

Value	Count	Frequency (%)
e	148263	15.0%
	103417	10.5%
l	101314	10.2%
m	100220	10.1%
n	94795	9.6%
t	58046	5.9%
a	57605	5.8%
r	55931	5.7%
i	53468	5.4%
T	51353	5.2%
Other values (10)	164878	16.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	733917	74.2%
Uppercase Letter	151956	15.4%
Space Separator	103417	10.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	148263	20.2%
l	101314	13.8%
m	100220	13.7%
n	94795	12.9%
t	58046	7.9%
a	57605	7.8%
r	55931	7.6%
i	53468	7.3%
u	48867	6.7%
o	7250	1.0%
Other values (4)	8158	1.1%

Uppercase Letter

Value	Count	Frequency (%)
T	51353	33.8%
P	49064	32.3%
F	48867	32.2%
S	1764	1.2%
N	908	0.6%

Space Separator

Value	Count	Frequency (%)
	103417	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	885873	89.5%
Common	103417	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	148263	16.7%
l	101314	11.4%
m	100220	11.3%
n	94795	10.7%
t	58046	6.6%
a	57605	6.5%
r	55931	6.3%
i	53468	6.0%
T	51353	5.8%
P	49064	5.5%
Other values (9)	115814	13.1%

Common

Value	Count	Frequency (%)
	103417	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	989290	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	148263	15.0%
	103417	10.5%
l	101314	10.2%
m	100220	10.1%
n	94795	9.6%
t	58046	5.9%
a	57605	5.8%
r	55931	5.7%
i	53468	5.4%
T	51353	5.2%
Other values (10)	164878	16.7%

Start Date
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Starts as soon as possible	57521

Length

Max length	26
Median length	26
Mean length	26
Min length	26

Characters and Unicode

Total characters	1495546
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Starts as soon as possible
2nd row	Starts as soon as possible
3rd row	Starts as soon as possible
4th row	Starts as soon as possible
5th row	Starts as soon as possible

Common Values

Value	Count	Frequency (%)
Starts as soon as possible	57521	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
as	115042	40.0%
starts	57521	20.0%
soon	57521	20.0%
possible	57521	20.0%

Most occurring characters

Value	Count	Frequency (%)
s	345126	23.1%
	230084	15.4%
a	172563	11.5%
o	172563	11.5%
t	115042	7.7%
S	57521	3.8%
r	57521	3.8%
n	57521	3.8%
p	57521	3.8%
i	57521	3.8%
Other values (3)	172563	11.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1207941	80.8%
Space Separator	230084	15.4%
Uppercase Letter	57521	3.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	345126	28.6%
a	172563	14.3%
o	172563	14.3%
t	115042	9.5%
r	57521	4.8%
n	57521	4.8%
p	57521	4.8%
i	57521	4.8%
b	57521	4.8%
l	57521	4.8%

Space Separator

Value	Count	Frequency (%)
	230084	100.0%

Uppercase Letter

Value	Count	Frequency (%)
S	57521	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1265462	84.6%
Common	230084	15.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	345126	27.3%
a	172563	13.6%
o	172563	13.6%
t	115042	9.1%
S	57521	4.5%
r	57521	4.5%
n	57521	4.5%
p	57521	4.5%
i	57521	4.5%
b	57521	4.5%
Other values (2)	115042	9.1%

Common

Value	Count	Frequency (%)
	230084	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1495546	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	345126	23.1%
	230084	15.4%
a	172563	11.5%
o	172563	11.5%
t	115042	7.7%
S	57521	3.8%
r	57521	3.8%
n	57521	3.8%
p	57521	3.8%
i	57521	3.8%
Other values (3)	172563	11.5%

Vacancies
Real number (ℝ)

SKEWED

Distinct	49
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9760285

Minimum	1
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	300
Range	299
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.5647217
Coefficient of variation (CV)	1.8039829
Kurtosis	1079.7274
Mean	1.9760285
Median Absolute Deviation (MAD)	0
Skewness	21.676531
Sum	113663.14
Variance	12.70724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1	36428	63.3%
2	11668	20.3%
3	3089	5.4%
4	1763	3.1%
5	1464	2.5%
1.976028547	912	1.6%
10	677	1.2%
6	508	0.9%
8	216	0.4%
7	139	0.2%
Other values (39)	657	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	36428	63.3%
1.976028547	912	1.6%
2	11668	20.3%
3	3089	5.4%
4	1763	3.1%
5	1464	2.5%
6	508	0.9%
7	139	0.2%
8	216	0.4%
9	47	0.1%

Value	Count	Frequency (%)
300	1	< 0.1%
100	12	< 0.1%
96	2	< 0.1%
90	1	< 0.1%
84	1	< 0.1%
80	4	< 0.1%
75	4	< 0.1%
72	1	< 0.1%
70	1	< 0.1%
60	23	< 0.1%

Languages
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

English	54949
English or French	1196
French	1007
Bilingual	369

Length

Max length	17
Median length	7
Mean length	7.2032475
Min length	6

Characters and Unicode

Total characters	414338
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	English
2nd row	English
3rd row	English
4th row	English
5th row	English

Common Values

Value	Count	Frequency (%)
English	54949	95.5%
English or French	1196	2.1%
French	1007	1.8%
Bilingual	369	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
english	56145	93.7%
french	2203	3.7%
or	1196	2.0%
bilingual	369	0.6%

Most occurring characters

Value	Count	Frequency (%)
n	58717	14.2%
h	58348	14.1%
l	56883	13.7%
i	56883	13.7%
g	56514	13.6%
E	56145	13.6%
s	56145	13.6%
r	3399	0.8%
	2392	0.6%
F	2203	0.5%
Other values (6)	6709	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	353229	85.3%
Uppercase Letter	58717	14.2%
Space Separator	2392	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	58717	16.6%
h	58348	16.5%
l	56883	16.1%
i	56883	16.1%
g	56514	16.0%
s	56145	15.9%
r	3399	1.0%
e	2203	0.6%
c	2203	0.6%
o	1196	0.3%
Other values (2)	738	0.2%

Uppercase Letter

Value	Count	Frequency (%)
E	56145	95.6%
F	2203	3.8%
B	369	0.6%

Space Separator

Value	Count	Frequency (%)
	2392	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	411946	99.4%
Common	2392	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	58717	14.3%
h	58348	14.2%
l	56883	13.8%
i	56883	13.8%
g	56514	13.7%
E	56145	13.6%
s	56145	13.6%
r	3399	0.8%
F	2203	0.5%
e	2203	0.5%
Other values (5)	4506	1.1%

Common

Value	Count	Frequency (%)
	2392	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	414338	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	58717	14.2%
h	58348	14.1%
l	56883	13.7%
i	56883	13.7%
g	56514	13.6%
E	56145	13.6%
s	56145	13.6%
r	3399	0.8%
	2392	0.6%
F	2203	0.5%
Other values (6)	6709	1.6%

Education
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Secondary/School Level	21713
Basic level of literacy	17541
Diploma Degree	12612
Bachelor Degree	2546
CEGEP	2525
Other values (4)	584

Length

Max length	25
Median length	23
Mean length	19.459293
Min length	5

Characters and Unicode

Total characters	1119318
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Secondary/School Level
2nd row	Secondary/School Level
3rd row	Diploma Degree
4th row	Diploma Degree
5th row	Secondary/School Level

Common Values

Value	Count	Frequency (%)
Secondary/School Level	21713	37.7%
Basic level of literacy	17541	30.5%
Diploma Degree	12612	21.9%
Bachelor Degree	2546	4.4%
CEGEP	2525	4.4%
Vocational Education	229	0.4%
Master Degree	172	0.3%
Medicine/Dentistry Degree	118	0.2%
Doctorate Degree	65	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
level	39254	26.6%
secondary/school	21713	14.7%
basic	17541	11.9%
of	17541	11.9%
literacy	17541	11.9%
degree	15513	10.5%
diploma	12612	8.5%
bachelor	2546	1.7%
cegep	2525	1.7%
vocational	229	0.2%
Other values (4)	584	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	167438	15.0%
l	111436	10.0%
o	98655	8.8%
	90078	8.0%
c	81695	7.3%
a	72877	6.5%
r	57668	5.2%
i	48506	4.3%
S	43426	3.9%
y	39372	3.5%
Other values (21)	308167	27.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	880502	78.7%
Uppercase Letter	126907	11.3%
Space Separator	90078	8.0%
Other Punctuation	21831	2.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	167438	19.0%
l	111436	12.7%
o	98655	11.2%
c	81695	9.3%
a	72877	8.3%
r	57668	6.5%
i	48506	5.5%
y	39372	4.5%
v	39254	4.5%
h	24259	2.8%
Other values (9)	139342	15.8%

Uppercase Letter

Value	Count	Frequency (%)
S	43426	34.2%
D	28308	22.3%
L	21713	17.1%
B	20087	15.8%
E	5279	4.2%
C	2525	2.0%
G	2525	2.0%
P	2525	2.0%
M	290	0.2%
V	229	0.2%

Space Separator

Value	Count	Frequency (%)
	90078	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	21831	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1007409	90.0%
Common	111909	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	167438	16.6%
l	111436	11.1%
o	98655	9.8%
c	81695	8.1%
a	72877	7.2%
r	57668	5.7%
i	48506	4.8%
S	43426	4.3%
y	39372	3.9%
v	39254	3.9%
Other values (19)	247082	24.5%

Common

Value	Count	Frequency (%)
	90078	80.5%
/	21831	19.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1119318	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	167438	15.0%
l	111436	10.0%
o	98655	8.8%
	90078	8.0%
c	81695	7.3%
a	72877	6.5%
r	57668	5.2%
i	48506	4.3%
S	43426	3.9%
y	39372	3.5%
Other values (21)	308167	27.5%

Experience
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

No experience	17549
1 year to less than 2 years	13336
Will train	6182
2 years to less than 3 years	4854
Experience an asset	4848
Other values (4)	10752

Length

Max length	28
Median length	27
Mean length	19.940596
Min length	10

Characters and Unicode

Total characters	1147003
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1 to less than 7 months
2nd row	2 years to less than 3 years
3rd row	3 years to less than 5 years
4th row	7 months to less than 1 year
5th row	7 months to less than 1 year

Common Values

Value	Count	Frequency (%)
No experience	17549	30.5%
1 year to less than 2 years	13336	23.2%
Will train	6182	10.7%
2 years to less than 3 years	4854	8.4%
Experience an asset	4848	8.4%
7 months to less than 1 year	4100	7.1%
1 to less than 7 months	3244	5.6%
3 years to less than 5 years	2186	3.8%
5 years or more	1222	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
years	28638	11.1%
to	27720	10.8%
less	27720	10.8%
than	27720	10.8%
experience	22397	8.7%
1	20680	8.0%
2	18190	7.1%
no	17549	6.8%
year	17436	6.8%
7	7344	2.8%
Other values (9)	42296	16.4%

Most occurring characters

Value	Count	Frequency (%)
	200169	17.5%
e	164604	14.4%
s	101118	8.8%
a	89672	7.8%
r	77097	6.7%
t	73814	6.4%
n	68491	6.0%
o	55057	4.8%
y	46074	4.0%
l	40084	3.5%
Other values (14)	230823	20.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	861593	75.1%
Space Separator	200169	17.5%
Decimal Number	56662	4.9%
Uppercase Letter	28579	2.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	164604	19.1%
s	101118	11.7%
a	89672	10.4%
r	77097	8.9%
t	73814	8.6%
n	68491	7.9%
o	55057	6.4%
y	46074	5.3%
l	40084	4.7%
h	35064	4.1%
Other values (5)	110518	12.8%

Decimal Number

Value	Count	Frequency (%)
1	20680	36.5%
2	18190	32.1%
7	7344	13.0%
3	7040	12.4%
5	3408	6.0%

Uppercase Letter

Value	Count	Frequency (%)
N	17549	61.4%
W	6182	21.6%
E	4848	17.0%

Space Separator

Value	Count	Frequency (%)
	200169	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	890172	77.6%
Common	256831	22.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	164604	18.5%
s	101118	11.4%
a	89672	10.1%
r	77097	8.7%
t	73814	8.3%
n	68491	7.7%
o	55057	6.2%
y	46074	5.2%
l	40084	4.5%
h	35064	3.9%
Other values (8)	139097	15.6%

Common

Value	Count	Frequency (%)
	200169	77.9%
1	20680	8.1%
2	18190	7.1%
7	7344	2.9%
3	7040	2.7%
5	3408	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1147003	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	200169	17.5%
e	164604	14.4%
s	101118	8.8%
a	89672	7.8%
r	77097	6.7%
t	73814	6.4%
n	68491	6.0%
o	55057	4.8%
y	46074	4.0%
l	40084	3.5%
Other values (14)	230823	20.1%

Responsibilities
Text

Distinct	23441
Distinct (%)	40.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	3029
Median length	1857
Mean length	327.4139
Min length	0

Characters and Unicode

Total characters	18833175
Distinct characters	70
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19650 ?
Unique (%)	34.2%

Sample

1st row	Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products
2nd row	Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments
3rd row	Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces
4th row	Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people
5th row	Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service

Value	Count	Frequency (%)
and	339206	13.0%
of	61245	2.4%
or	45436	1.7%
to	44309	1.7%
prepare	33914	1.3%
food	30993	1.2%
other	28208	1.1%
for	27871	1.1%
in	25867	1.0%
work	23660	0.9%
Other values (4881)	1939993	74.6%

Most occurring characters

Value	Count	Frequency (%)
	2563924	13.6%
e	1840047	9.8%
a	1418385	7.5%
n	1266532	6.7%
s	1254199	6.7%
r	1232491	6.5%
t	1156011	6.1%
i	1141434	6.1%
o	1117970	5.9%
d	781690	4.2%
Other values (60)	5060492	26.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15366538	81.6%
Space Separator	2563924	13.6%
Other Punctuation	497745	2.6%
Uppercase Letter	354352	1.9%
Dash Punctuation	30506	0.2%
Decimal Number	14577	0.1%
Open Punctuation	2694	< 0.1%
Close Punctuation	2694	< 0.1%
Final Punctuation	145	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1840047	12.0%
a	1418385	9.2%
n	1266532	8.2%
s	1254199	8.2%
r	1232491	8.0%
t	1156011	7.5%
i	1141434	7.4%
o	1117970	7.3%
d	781690	5.1%
c	615685	4.0%
Other values (17)	3542094	23.1%

Uppercase Letter

Value	Count	Frequency (%)
P	63121	17.8%
S	36720	10.4%
A	35498	10.0%
C	34483	9.7%
R	27319	7.7%
E	25213	7.1%
M	24613	6.9%
O	23096	6.5%
T	16946	4.8%
D	15940	4.5%
Other values (14)	51403	14.5%

Decimal Number

Value	Count	Frequency (%)
1	4057	27.8%
3	2244	15.4%
4	2187	15.0%
0	2183	15.0%
5	2085	14.3%
2	1613	11.1%
6	178	1.2%
7	30	0.2%

Other Punctuation

Value	Count	Frequency (%)
,	479288	96.3%
'	10087	2.0%
/	4096	0.8%
.	2730	0.5%
;	1540	0.3%
:	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2563924	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	30506	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2694	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2694	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	145	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15720890	83.5%
Common	3112285	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1840047	11.7%
a	1418385	9.0%
n	1266532	8.1%
s	1254199	8.0%
r	1232491	7.8%
t	1156011	7.4%
i	1141434	7.3%
o	1117970	7.1%
d	781690	5.0%
c	615685	3.9%
Other values (41)	3896446	24.8%

Common

Value	Count	Frequency (%)
	2563924	82.4%
,	479288	15.4%
-	30506	1.0%
'	10087	0.3%
/	4096	0.1%
1	4057	0.1%
.	2730	0.1%
(	2694	0.1%
)	2694	0.1%
3	2244	0.1%
Other values (9)	9965	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18833008	> 99.9%
Punctuation	145	< 0.1%
None	22	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2563924	13.6%
e	1840047	9.8%
a	1418385	7.5%
n	1266532	6.7%
s	1254199	6.7%
r	1232491	6.5%
t	1156011	6.1%
i	1141434	6.1%
o	1117970	5.9%
d	781690	4.2%
Other values (58)	5060325	26.9%

Punctuation

Value	Count	Frequency (%)
’	145	100.0%

None

Value	Count	Frequency (%)
é	22	100.0%

url
Text

Distinct	57513
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	132
Median length	76
Mean length	76.121695
Min length	76

Characters and Unicode

Total characters	4378596
Distinct characters	41
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	57505 ?
Unique (%)	> 99.9%

Sample

1st row	https://www.jobbank.gc.ca/jobsearch/jobposting/40386176?source=searchresults
2nd row	https://www.jobbank.gc.ca/jobsearch/jobposting/40548520?source=searchresults
3rd row	https://www.jobbank.gc.ca/jobsearch/jobposting/40492860?source=searchresults
4th row	https://www.jobbank.gc.ca/jobsearch/jobposting/40483792?source=searchresults
5th row	https://www.jobbank.gc.ca/jobsearch/jobposting/40613014?source=searchresults

Value	Count	Frequency (%)
https://www.jobbank.gc.ca/jobsearch/jobposting/40646845?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40418548?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40615440?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40634101?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40379009?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40589620?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40638553?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40614709?source=searchresults	2	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40591652?source=searchresults	1	< 0.1%
https://www.jobbank.gc.ca/jobsearch/jobposting/40395602?source=searchresults	1	< 0.1%
Other values (57503)	57503	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
s	403147	9.2%
o	287855	6.6%
c	287730	6.6%
/	287605	6.6%
e	230334	5.3%
b	230209	5.3%
a	230209	5.3%
r	230209	5.3%
t	230084	5.3%
j	172813	3.9%
Other values (31)	1788401	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3281072	74.9%
Other Punctuation	575460	13.1%
Decimal Number	462893	10.6%
Math Symbol	57646	1.3%
Uppercase Letter	1525	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	403147	12.3%
o	287855	8.8%
c	287730	8.8%
e	230334	7.0%
b	230209	7.0%
a	230209	7.0%
r	230209	7.0%
t	230084	7.0%
j	172813	5.3%
h	172688	5.3%
Other values (9)	805794	24.6%

Decimal Number

Value	Count	Frequency (%)
4	102738	22.2%
0	86590	18.7%
5	49408	10.7%
6	41756	9.0%
2	32212	7.0%
3	32148	6.9%
1	31754	6.9%
9	29466	6.4%
8	29368	6.3%
7	27453	5.9%

Uppercase Letter

Value	Count	Frequency (%)
A	350	23.0%
B	300	19.7%
F	275	18.0%
D	250	16.4%
E	200	13.1%
C	150	9.8%

Other Punctuation

Value	Count	Frequency (%)
/	287605	50.0%
.	172688	30.0%
?	57521	10.0%
:	57521	10.0%
;	125	< 0.1%

Math Symbol

Value	Count	Frequency (%)
=	57646	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3282597	75.0%
Common	1095999	25.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	403147	12.3%
o	287855	8.8%
c	287730	8.8%
e	230334	7.0%
b	230209	7.0%
a	230209	7.0%
r	230209	7.0%
t	230084	7.0%
j	172813	5.3%
h	172688	5.3%
Other values (15)	807319	24.6%

Common

Value	Count	Frequency (%)
/	287605	26.2%
.	172688	15.8%
4	102738	9.4%
0	86590	7.9%
=	57646	5.3%
?	57521	5.2%
:	57521	5.2%
5	49408	4.5%
6	41756	3.8%
2	32212	2.9%
Other values (6)	150314	13.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4378596	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	403147	9.2%
o	287855	6.6%
c	287730	6.6%
/	287605	6.6%
e	230334	5.3%
b	230209	5.3%
a	230209	5.3%
r	230209	5.3%
t	230084	5.3%
j	172813	3.9%
Other values (31)	1788401	40.8%

Work_hours
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	242
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.764524

Minimum	1
Maximum	2190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1
5-th percentile	30
Q1	35
median	39.764524
Q3	40
95-th percentile	40
Maximum	2190
Range	2189
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	62.757607
Coefficient of variation (CV)	1.578231
Kurtosis	1032.5935
Mean	39.764524
Median Absolute Deviation (MAD)	1.7645244
Skewness	31.856331
Sum	2287295.2
Variance	3938.5172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	14128	24.6%
39.7645244	13860	24.1%
35	13273	23.1%
37.5	4367	7.6%
30	2689	4.7%
32	1327	2.3%
36	1193	2.1%
32.5	721	1.3%
50	589	1.0%
37	525	0.9%
Other values (232)	4849	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	39	0.1%
2	2	< 0.1%
3	3	< 0.1%
4	11	< 0.1%
4.5	4	< 0.1%
5	45	0.1%
6	16	< 0.1%
6.25	1	< 0.1%
6.5	13	< 0.1%
7	6	< 0.1%

Value	Count	Frequency (%)
2190	26	< 0.1%
2080	6	< 0.1%
2015	4	< 0.1%
2000	1	< 0.1%
1950	8	< 0.1%
1885	1	< 0.1%
1856	1	< 0.1%
1820	1	< 0.1%
1760	1	< 0.1%
1624	1	< 0.1%

Work_hours_measure
Categorical

HIGH CORRELATION IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

hours per week	56971
hours bi-weekly	425
hours per year	63
hours per month	62

Length

Max length	15
Median length	14
Mean length	14.008466
Min length	14

Characters and Unicode

Total characters	805781
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	hours per week
2nd row	hours per week
3rd row	hours per week
4th row	hours per week
5th row	hours per week

Common Values

Value	Count	Frequency (%)
hours per week	56971	99.0%
hours bi-weekly	425	0.7%
hours per year	63	0.1%
hours per month	62	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hours	57521	33.4%
per	57096	33.2%
week	56971	33.1%
bi-weekly	425	0.2%
year	63	< 0.1%
month	62	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	171951	21.3%
r	114680	14.2%
	114617	14.2%
h	57583	7.1%
o	57583	7.1%
u	57521	7.1%
s	57521	7.1%
w	57396	7.1%
k	57396	7.1%
p	57096	7.1%
Other values (9)	2437	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	690739	85.7%
Space Separator	114617	14.2%
Dash Punctuation	425	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	171951	24.9%
r	114680	16.6%
h	57583	8.3%
o	57583	8.3%
u	57521	8.3%
s	57521	8.3%
w	57396	8.3%
k	57396	8.3%
p	57096	8.3%
y	488	0.1%
Other values (7)	1524	0.2%

Space Separator

Value	Count	Frequency (%)
	114617	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	425	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	690739	85.7%
Common	115042	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	171951	24.9%
r	114680	16.6%
h	57583	8.3%
o	57583	8.3%
u	57521	8.3%
s	57521	8.3%
w	57396	8.3%
k	57396	8.3%
p	57096	8.3%
y	488	0.1%
Other values (7)	1524	0.2%

Common

Value	Count	Frequency (%)
	114617	99.6%
-	425	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	805781	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	171951	21.3%
r	114680	14.2%
	114617	14.2%
h	57583	7.1%
o	57583	7.1%
u	57521	7.1%
s	57521	7.1%
w	57396	7.1%
k	57396	7.1%
p	57096	7.1%
Other values (9)	2437	0.3%

Salary_measure
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

HOUR	51208
YEAR	5363
WEEKLY	474
BIWEEKLY	230
MONTH	161

Length

Max length	8
Median length	4
Mean length	4.0337964
Min length	3

Characters and Unicode

Total characters	232028
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HOUR
2nd row	HOUR
3rd row	HOUR
4th row	HOUR
5th row	HOUR

Common Values

Value	Count	Frequency (%)
HOUR	51208	89.0%
YEAR	5363	9.3%
WEEKLY	474	0.8%
BIWEEKLY	230	0.4%
MONTH	161	0.3%
DAY	85	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hour	51208	89.0%
year	5363	9.3%
weekly	474	0.8%
biweekly	230	0.4%
month	161	0.3%
day	85	0.1%

Most occurring characters

Value	Count	Frequency (%)
R	56571	24.4%
H	51369	22.1%
O	51369	22.1%
U	51208	22.1%
E	6771	2.9%
Y	6152	2.7%
A	5448	2.3%
W	704	0.3%
K	704	0.3%
L	704	0.3%
Other values (6)	1028	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	232028	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	56571	24.4%
H	51369	22.1%
O	51369	22.1%
U	51208	22.1%
E	6771	2.9%
Y	6152	2.7%
A	5448	2.3%
W	704	0.3%
K	704	0.3%
L	704	0.3%
Other values (6)	1028	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	232028	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	56571	24.4%
H	51369	22.1%
O	51369	22.1%
U	51208	22.1%
E	6771	2.9%
Y	6152	2.7%
A	5448	2.3%
W	704	0.3%
K	704	0.3%
L	704	0.3%
Other values (6)	1028	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	232028	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	56571	24.4%
H	51369	22.1%
O	51369	22.1%
U	51208	22.1%
E	6771	2.9%
Y	6152	2.7%
A	5448	2.3%
W	704	0.3%
K	704	0.3%
L	704	0.3%
Other values (6)	1028	0.4%

Province and Territories
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

ON	14876
AB	11727
BC	11013
QC	10798
SK	2438
Other values (8)	6669

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	115042
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ON
2nd row	ON
3rd row	ON
4th row	ON
5th row	ON

Common Values

Value	Count	Frequency (%)
ON	14876	25.9%
AB	11727	20.4%
BC	11013	19.1%
QC	10798	18.8%
SK	2438	4.2%
MB	2386	4.1%
NS	1512	2.6%
NB	1139	2.0%
NL	897	1.6%
PE	290	0.5%
Other values (3)	445	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
on	14876	25.9%
ab	11727	20.4%
bc	11013	19.1%
qc	10798	18.8%
sk	2438	4.2%
mb	2386	4.1%
ns	1512	2.6%
nb	1139	2.0%
nl	897	1.6%
pe	290	0.5%
Other values (3)	445	0.8%

Most occurring characters

Value	Count	Frequency (%)
B	26265	22.8%
C	21811	19.0%
N	18580	16.2%
O	14876	12.9%
A	11727	10.2%
Q	10798	9.4%
S	3950	3.4%
K	2438	2.1%
M	2386	2.1%
L	897	0.8%
Other values (5)	1314	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	115042	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	26265	22.8%
C	21811	19.0%
N	18580	16.2%
O	14876	12.9%
A	11727	10.2%
Q	10798	9.4%
S	3950	3.4%
K	2438	2.1%
M	2386	2.1%
L	897	0.8%
Other values (5)	1314	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115042	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	26265	22.8%
C	21811	19.0%
N	18580	16.2%
O	14876	12.9%
A	11727	10.2%
Q	10798	9.4%
S	3950	3.4%
K	2438	2.1%
M	2386	2.1%
L	897	0.8%
Other values (5)	1314	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115042	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	26265	22.8%
C	21811	19.0%
N	18580	16.2%
O	14876	12.9%
A	11727	10.2%
Q	10798	9.4%
S	3950	3.4%
K	2438	2.1%
M	2386	2.1%
L	897	0.8%
Other values (5)	1314	1.1%

Derived_Monthly_Salary
Real number (ℝ)

SKEWED

Distinct	3832
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4035.8573

Minimum	1.3333333
Maximum	300000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.3333333
5-th percentile	2440
Q1	2880
median	3660.8
Q3	4480
95-th percentile	7137.6
Maximum	300000
Range	299998.67
Interquartile range (IQR)	1600

Descriptive statistics

Standard deviation	3187.7812
Coefficient of variation (CV)	0.78986469
Kurtosis	3417.9908
Mean	4035.8573
Median Absolute Deviation (MAD)	819.2
Skewness	46.059603
Sum	2.3214655 × 10⁸
Variance	10161949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2880	3236	5.6%
3200	2981	5.2%
2720	2703	4.7%
4000	2114	3.7%
3040	1452	2.5%
3520	1404	2.4%
2400	1319	2.3%
4320	1310	2.3%
4400	1224	2.1%
4800	1221	2.1%
Other values (3822)	38557	67.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.333333333	1	< 0.1%
1.5	2	< 0.1%
1.583333333	1	< 0.1%
1.586666667	1	< 0.1%
1.615833333	1	< 0.1%
1.859166667	1	< 0.1%
1.863333333	1	< 0.1%
1.916666667	1	< 0.1%
1.926666667	1	< 0.1%
1.9275	1	< 0.1%

Value	Count	Frequency (%)
300000	1	< 0.1%
260000	1	< 0.1%
250000	1	< 0.1%
200000	1	< 0.1%
195600	1	< 0.1%
180000	1	< 0.1%
168600	1	< 0.1%
90000	1	< 0.1%
80000	1	< 0.1%
66648	1	< 0.1%

advertisment_validuty_duration
Real number (ℝ)

Distinct	143
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.334534

Minimum	4
Maximum	1123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	4
5-th percentile	14
Q1	30
median	30
Q3	35.334534
95-th percentile	60
Maximum	1123
Range	1119
Interquartile range (IQR)	5.3345342

Descriptive statistics

Standard deviation	16.692411
Coefficient of variation (CV)	0.47241067
Kurtosis	427.60222
Mean	35.334534
Median Absolute Deviation (MAD)	1
Skewness	10.693432
Sum	2032477.7
Variance	278.63659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	26104	45.4%
35.33453423	7003	12.2%
29	5273	9.2%
14	2431	4.2%
55	1092	1.9%
58	767	1.3%
60	731	1.3%
31	677	1.2%
57	636	1.1%
59	575	1.0%
Other values (133)	12232	21.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	6	< 0.1%
6	90	0.2%
7	39	0.1%
8	11	< 0.1%
9	80	0.1%
10	55	0.1%
11	75	0.1%
12	51	0.1%
13	100	0.2%

Value	Count	Frequency (%)
1123	1	< 0.1%
729	1	< 0.1%
389	1	< 0.1%
384	1	< 0.1%
383	1	< 0.1%
365	1	< 0.1%
334	7	< 0.1%
333	2	< 0.1%
332	10	< 0.1%
331	6	< 0.1%

Title_and_Responsibilities_Text
Text

Distinct	30345
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	3061
Median length	1698
Mean length	349.09428
Min length	5

Characters and Unicode

Total characters	20080252
Distinct characters	84
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25064 ?
Unique (%)	43.6%

Sample

1st row	cabinetmaker Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products
2nd row	restoration carpenter Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments
3rd row	painter Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces
4th row	store manager - retail Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people
5th row	administrative assistant Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service

Value	Count	Frequency (%)
and	341457	12.4%
of	61340	2.2%
or	45559	1.7%
to	44314	1.6%
food	36377	1.3%
prepare	33914	1.2%
other	28528	1.0%
for	27978	1.0%
in	25879	0.9%
work	23689	0.9%
Other values (6384)	2080558	75.7%

Most occurring characters

Value	Count	Frequency (%)
	2712914	13.5%
e	1971132	9.8%
a	1510774	7.5%
r	1341442	6.7%
n	1340065	6.7%
s	1332740	6.6%
t	1240608	6.2%
i	1232238	6.1%
o	1196035	6.0%
d	814518	4.1%
Other values (74)	5387786	26.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16443102	81.9%
Space Separator	2712918	13.5%
Other Punctuation	503621	2.5%
Uppercase Letter	359841	1.8%
Dash Punctuation	37244	0.2%
Decimal Number	14675	0.1%
Close Punctuation	4353	< 0.1%
Open Punctuation	4353	< 0.1%
Final Punctuation	145	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1971132	12.0%
a	1510774	9.2%
r	1341442	8.2%
n	1340065	8.1%
s	1332740	8.1%
t	1240608	7.5%
i	1232238	7.5%
o	1196035	7.3%
d	814518	5.0%
c	677485	4.1%
Other values (20)	3786065	23.0%

Uppercase Letter

Value	Count	Frequency (%)
P	63354	17.6%
S	36891	10.3%
A	35779	9.9%
C	35488	9.9%
R	27707	7.7%
E	26306	7.3%
M	24783	6.9%
O	23294	6.5%
T	17298	4.8%
D	16026	4.5%
Other values (15)	52915	14.7%

Other Punctuation

Value	Count	Frequency (%)
,	483804	96.1%
'	10264	2.0%
/	4619	0.9%
.	3346	0.7%
;	1540	0.3%
"	14	< 0.1%
:	10	< 0.1%
&	10	< 0.1%
#	9	< 0.1%
!	3	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	4080	27.8%
3	2259	15.4%
0	2198	15.0%
4	2193	14.9%
5	2091	14.2%
2	1628	11.1%
6	184	1.3%
7	33	0.2%
8	5	< 0.1%
9	4	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	37191	99.9%
–	49	0.1%
—	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2712914	> 99.9%
	4	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	4353	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4353	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	145	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16802943	83.7%
Common	3277309	16.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1971132	11.7%
a	1510774	9.0%
r	1341442	8.0%
n	1340065	8.0%
s	1332740	7.9%
t	1240608	7.4%
i	1232238	7.3%
o	1196035	7.1%
d	814518	4.8%
c	677485	4.0%
Other values (45)	4145906	24.7%

Common

Value	Count	Frequency (%)
	2712914	82.8%
,	483804	14.8%
-	37191	1.1%
'	10264	0.3%
/	4619	0.1%
)	4353	0.1%
(	4353	0.1%
1	4080	0.1%
.	3346	0.1%
3	2259	0.1%
Other values (19)	10126	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20079979	> 99.9%
Punctuation	198	< 0.1%
None	75	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2712914	13.5%
e	1971132	9.8%
a	1510774	7.5%
r	1341442	6.7%
n	1340065	6.7%
s	1332740	6.6%
t	1240608	6.2%
i	1232238	6.1%
o	1196035	6.0%
d	814518	4.1%
Other values (66)	5387513	26.8%

Punctuation

Value	Count	Frequency (%)
’	145	73.2%
–	49	24.7%
—	4	2.0%

None

Value	Count	Frequency (%)
é	66	88.0%
	4	5.3%
â	3	4.0%
î	1	1.3%
ô	1	1.3%

Job_Field
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Healthcare/Technical Software Solutions	13787
Administrative Services	13724
Logistics and Transportation	9560
Culinary Services	5834
Industrial Equipment Services	5103
Other values (6)	9513

Length

Max length	39
Median length	35
Mean length	29.111298
Min length	17

Characters and Unicode

Total characters	1674511
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Administrative Services
2nd row	Healthcare/Technical Software Solutions
3rd row	Industrial Equipment Services
4th row	Administrative Services
5th row	Administrative Services

Common Values

Value	Count	Frequency (%)
Healthcare/Technical Software Solutions	13787	24.0%
Administrative Services	13724	23.9%
Logistics and Transportation	9560	16.6%
Culinary Services	5834	10.1%
Industrial Equipment Services	5103	8.9%
Construction and Materials Handling	2683	4.7%
Childcare and Administrative Services	2641	4.6%
Hospitality and Cleaning Services	2391	4.2%
Retail Management	945	1.6%
Food Service Management	845	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
services	29693	18.6%
and	17283	10.8%
administrative	16365	10.2%
healthcare/technical	13787	8.6%
solutions	13787	8.6%
software	13787	8.6%
logistics	9560	6.0%
transportation	9560	6.0%
culinary	5834	3.7%
industrial	5103	3.2%
Other values (13)	25024	15.7%

Most occurring characters

Value	Count	Frequency (%)
i	170783	10.2%
e	149948	9.0%
a	138866	8.3%
t	128567	7.7%
n	115492	6.9%
r	112557	6.7%
	102262	6.1%
s	101393	6.1%
c	86799	5.2%
o	79512	4.7%
Other values (24)	488332	29.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1402175	83.7%
Uppercase Letter	156287	9.3%
Space Separator	102262	6.1%
Other Punctuation	13787	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	170783	12.2%
e	149948	10.7%
a	138866	9.9%
t	128567	9.2%
n	115492	8.2%
r	112557	8.0%
s	101393	7.2%
c	86799	6.2%
o	79512	5.7%
l	66040	4.7%
Other values (11)	252218	18.0%

Uppercase Letter

Value	Count	Frequency (%)
S	58112	37.2%
T	23347	14.9%
H	18861	12.1%
A	16373	10.5%
C	13565	8.7%
L	9560	6.1%
I	5103	3.3%
E	5103	3.3%
M	4473	2.9%
R	945	0.6%

Space Separator

Value	Count	Frequency (%)
	102262	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	13787	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1558462	93.1%
Common	116049	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	170783	11.0%
e	149948	9.6%
a	138866	8.9%
t	128567	8.2%
n	115492	7.4%
r	112557	7.2%
s	101393	6.5%
c	86799	5.6%
o	79512	5.1%
l	66040	4.2%
Other values (22)	408505	26.2%

Common

Value	Count	Frequency (%)
	102262	88.1%
/	13787	11.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1674511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	170783	10.2%
e	149948	9.0%
a	138866	8.3%
t	128567	7.7%
n	115492	6.9%
r	112557	6.7%
	102262	6.1%
s	101393	6.1%
c	86799	5.2%
o	79512	4.7%
Other values (24)	488332	29.2%

Experience_encoded
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8318701

Minimum	0
Maximum	8
Zeros	17549
Zeros (%)	30.5%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	5
95-th percentile	7
Maximum	8
Range	8
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.4757061
Coefficient of variation (CV)	0.8742301
Kurtosis	-1.3693599
Mean	2.8318701
Median Absolute Deviation (MAD)	2
Skewness	0.21135803
Sum	162892
Variance	6.1291206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	17549	30.5%
5	13336	23.2%
1	6182	10.7%
6	4854	8.4%
2	4848	8.4%
4	4100	7.1%
3	3244	5.6%
7	2186	3.8%
8	1222	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17549	30.5%
1	6182	10.7%
2	4848	8.4%
3	3244	5.6%
4	4100	7.1%
5	13336	23.2%
6	4854	8.4%
7	2186	3.8%
8	1222	2.1%

Value	Count	Frequency (%)
8	1222	2.1%
7	2186	3.8%
6	4854	8.4%
5	13336	23.2%
4	4100	7.1%
3	3244	5.6%
2	4848	8.4%
1	6182	10.7%
0	17549	30.5%

Education_Encoded
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0303194

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	9
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.6376839
Coefficient of variation (CV)	0.54043276
Kurtosis	-0.85941592
Mean	3.0303194
Median Absolute Deviation (MAD)	2
Skewness	0.22708774
Sum	174307
Variance	2.6820084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3	21713	37.7%
1	17541	30.5%
5	12612	21.9%
6	2546	4.4%
4	2525	4.4%
2	229	0.4%
7	172	0.3%
8	118	0.2%
9	65	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	17541	30.5%
2	229	0.4%
3	21713	37.7%
4	2525	4.4%
5	12612	21.9%
6	2546	4.4%
7	172	0.3%
8	118	0.2%
9	65	0.1%

Value	Count	Frequency (%)
9	65	0.1%
8	118	0.2%
7	172	0.3%
6	2546	4.4%
5	12612	21.9%
4	2525	4.4%
3	21713	37.7%
2	229	0.4%
1	17541	30.5%

Job_Field_Encoded
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0448706

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
median	7
Q3	10
95-th percentile	11
Maximum	11
Range	10
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.29352
Coefficient of variation (CV)	0.4675061
Kurtosis	-1.021818
Mean	7.0448706
Median Absolute Deviation (MAD)	2
Skewness	-0.36498884
Sum	405228
Variance	10.847274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
11	13787	24.0%
5	13724	23.9%
9	9560	16.6%
1	5834	10.1%
6	5103	8.9%
10	2683	4.7%
8	2641	4.6%
2	2391	4.2%
4	945	1.6%
7	845	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5834	10.1%
2	2391	4.2%
3	8	< 0.1%
4	945	1.6%
5	13724	23.9%
6	5103	8.9%
7	845	1.5%
8	2641	4.6%
9	9560	16.6%
10	2683	4.7%

Value	Count	Frequency (%)
11	13787	24.0%
10	2683	4.7%
9	9560	16.6%
8	2641	4.6%
7	845	1.5%
6	5103	8.9%
5	13724	23.9%
4	945	1.6%
3	8	< 0.1%
2	2391	4.2%

Employment_Type_Encoded
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.46543

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	6
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1820951
Coefficient of variation (CV)	0.21628584
Kurtosis	3.8234765
Mean	5.46543
Median Absolute Deviation (MAD)	0
Skewness	-2.2127461
Sum	314377
Variance	1.3973489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	45371	78.9%
3	3693	6.4%
5	3496	6.1%
4	2289	4.0%
2	1764	3.1%
1	908	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	908	1.6%
2	1764	3.1%
3	3693	6.4%
4	2289	4.0%
5	3496	6.1%
6	45371	78.9%

Value	Count	Frequency (%)
6	45371	78.9%
5	3496	6.1%
4	2289	4.0%
3	3693	6.4%
2	1764	3.1%
1	908	1.6%

job_description_text
Text

Distinct	54237
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Memory size	2.9 MiB

Length

Max length	266
Median length	198
Mean length	109.07801
Min length	52

Characters and Unicode

Total characters	6274276
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52227 ?
Unique (%)	90.8%

Sample

1st row	cabinetmaker sympro mfg inc mississauga onenglish secondaryschool level administrative service
2nd row	restoration carpenter supra restoration service ltd bradford onenglish secondaryschool level healthcaretechnical software solution
3rd row	painter majestic renovation bradford onenglish diploma degree industrial equipment service
4th row	store manager retail professional book fair toronto onenglish diploma degree administrative service
5th row	administrative assistant urban decor furnishing brampton onenglish secondaryschool level administrative service

Value	Count	Frequency (%)
level	39328	5.4%
service	39002	5.4%
secondaryschool	21713	3.0%
administrative	19347	2.7%
literacy	17552	2.4%
basic	17544	2.4%
degree	15519	2.1%
onenglish	14716	2.0%
solution	14534	2.0%
software	14023	1.9%
Other values (24796)	512127	70.6%

Most occurring characters

Value	Count	Frequency (%)
e	669680	10.7%
	667884	10.6%
i	497578	7.9%
a	460389	7.3%
r	407043	6.5%
n	402585	6.4%
l	391563	6.2%
s	391057	6.2%
t	374584	6.0%
o	369614	5.9%
Other values (17)	1642299	26.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5606392	89.4%
Space Separator	667884	10.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	669680	11.9%
i	497578	8.9%
a	460389	8.2%
r	407043	7.3%
n	402585	7.2%
l	391563	7.0%
s	391057	7.0%
t	374584	6.7%
o	369614	6.6%
c	355492	6.3%
Other values (16)	1286807	23.0%

Space Separator

Value	Count	Frequency (%)
	667884	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5606392	89.4%
Common	667884	10.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	669680	11.9%
i	497578	8.9%
a	460389	8.2%
r	407043	7.3%
n	402585	7.2%
l	391563	7.0%
s	391057	7.0%
t	374584	6.7%
o	369614	6.6%
c	355492	6.3%
Other values (16)	1286807	23.0%

Common

Value	Count	Frequency (%)
	667884	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6274276	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	669680	10.7%
	667884	10.6%
i	497578	7.9%
a	460389	7.3%
r	407043	6.5%
n	402585	6.4%
l	391563	6.2%
s	391057	6.2%
t	374584	6.0%
o	369614	5.9%
Other values (17)	1642299	26.2%

Auto

Heatmap
Table

	Derived_Monthly_Salary	Education	Education_Encoded	Employment Type	Employment_Type_Encoded	Experience	Experience_encoded	Job_Field	Job_Field_Encoded	Languages	Province and Territories	Salary_measure	Vacancies	Work_hours	Work_hours_measure	advertisment_validuty_duration
Derived_Monthly_Salary	1.000	0.115	0.007	0.000	0.089	0.010	0.126	0.014	0.417	0.000	0.007	0.079	-0.205	0.074	0.088	-0.107
Education	0.115	1.000	0.276	0.246	0.380	0.397	0.564	0.279	-0.170	0.113	0.197	0.172	0.254	-0.074	0.116	0.103
Education_Encoded	0.007	0.276	1.000	0.246	0.369	0.397	0.666	0.279	0.084	0.113	0.197	0.172	0.241	-0.081	0.116	0.062
Employment Type	0.000	0.246	0.246	1.000	0.295	0.245	0.279	0.192	0.027	0.074	0.200	0.094	0.128	0.052	0.051	-0.108
Employment_Type_Encoded	0.089	0.380	0.369	0.295	1.000	0.245	0.417	0.192	0.007	0.074	0.200	0.094	0.086	-0.004	0.051	0.019
Experience	0.010	0.397	0.397	0.245	0.245	1.000	-0.752	0.282	-0.047	0.112	0.209	0.156	-0.010	0.084	0.059	-0.068
Experience_encoded	0.126	0.564	0.666	0.279	0.417	-0.752	1.000	0.282	0.066	0.112	0.209	0.156	0.116	-0.056	0.059	0.068
Job_Field	0.014	0.279	0.279	0.192	0.192	0.282	0.282	1.000	0.378	0.063	0.135	0.129	-0.078	0.064	0.026	-0.010
Job_Field_Encoded	0.417	-0.170	0.084	0.027	0.007	-0.047	0.066	0.378	1.000	0.061	0.140	0.129	-0.160	0.019	0.026	-0.040
Languages	0.000	0.113	0.113	0.074	0.074	0.112	0.112	0.063	0.061	1.000	0.197	0.038	0.062	0.055	0.020	0.087
Province and Territories	0.007	0.197	0.197	0.200	0.200	0.209	0.209	0.135	0.140	0.197	1.000	0.112	-0.102	0.073	0.099	-0.097
Salary_measure	0.079	0.172	0.172	0.094	0.094	0.156	0.156	0.129	0.129	0.038	0.112	1.000	-0.173	0.120	0.068	-0.077
Vacancies	-0.205	0.254	0.241	0.128	0.086	-0.010	0.116	-0.078	-0.160	0.062	-0.102	-0.173	1.000	0.015	0.000	0.022
Work_hours	0.074	-0.074	-0.081	0.052	-0.004	0.084	-0.056	0.064	0.019	0.055	0.073	0.120	0.015	1.000	0.548	-0.009
Work_hours_measure	0.088	0.116	0.116	0.051	0.051	0.059	0.059	0.026	0.026	0.020	0.099	0.068	0.000	0.548	1.000	0.029
advertisment_validuty_duration	-0.107	0.103	0.062	-0.108	0.019	-0.068	0.068	-0.010	-0.040	0.087	-0.097	-0.077	0.022	-0.009	0.029	1.000

Count
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A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

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	Title	Date Posted	Employer	Location	Salary	Employment Type	Start Date	Vacancies	Languages	Education	Experience	Responsibilities	url	Work_hours	Work_hours_measure	Salary_measure	Province and Territories	Derived_Monthly_Salary	advertisment_validuty_duration	Title_and_Responsibilities_Text	Job_Field	Experience_encoded	Education_Encoded	Job_Field_Encoded	Employment_Type_Encoded	job_description_text
1	cabinetmaker	2024-02-28	Sympro Mfg Inc.	Mississauga, ON	27.00 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Secondary/School Level	1 to less than 7 months	Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products	https://www.jobbank.gc.ca/jobsearch/jobposting/40386176?source=searchresults	35.0	hours per week	HOUR	ON	4320.0	59.0	cabinetmaker Study plans, specifications or drawings of articles to be made, Trim joints and fit parts and subassemblies together to form complete unit and reinforce joints, Sand wooden surfaces and apply veneer, stain or polish to finished products; prepare and apply laminated plastics, Apply varnish, veneer, stain or polish to finished products, Maintain clean and safe work environment, Supervise other workers, Estimate costs and materials, Operate woodworking machines and use hand tools to cut, shape and form parts and components, Repair or restyle wooden furniture, fixtures and related products	Administrative Services	3.0	3	5	6	cabinetmaker sympro mfg inc mississauga onenglish secondaryschool level administrative service
2	restoration carpenter	2024-03-18	Supra Restoration Services LTD	Bradford, ON	30.00 HOUR	Term or contract	Starts as soon as possible	3.0	English	Secondary/School Level	2 years to less than 3 years	Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments	https://www.jobbank.gc.ca/jobsearch/jobposting/40548520?source=searchresults	40.0	hours per week	HOUR	ON	4800.0	30.0	restoration carpenter Read and interpret blueprints, drawings and sketches to determine specifications and calculate requirements, Prepare layouts in conformance to building codes, using measuring tools, Measure, cut, shape, assemble and join materials made of wood, wood substitutes, lightweight steel and other materials, Build foundations, install floor beams, lay subflooring and erect walls and roof systems, Fit and install windows, doors, stairs, mouldings and hardware, Schedule and co-ordinate work on sites, Instruct apprentices, Estimate costs and materials, Maintain, repair and renovate residences and wooden structures in mills, mines, hospitals, industrial plants and other establishments	Healthcare/Technical Software Solutions	6.0	3	11	4	restoration carpenter supra restoration service ltd bradford onenglish secondaryschool level healthcaretechnical software solution
3	painter	2024-03-12	Majestic Renovations	Bradford, ON	30.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Diploma Degree	3 years to less than 5 years	Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces	https://www.jobbank.gc.ca/jobsearch/jobposting/40492860?source=searchresults	38.0	hours per week	HOUR	ON	4800.0	30.0	painter Prepare, clean and sand surfaces to be painted, Repair cracks and holes, Measure, cut and apply wallpaper and other fabric to walls, Erect scaffolding and swing stages and attach rigging, Apply paint, wallpaper and other materials and finishes to interior and exterior surfaces	Industrial Equipment Services	7.0	5	6	6	painter majestic renovation bradford onenglish diploma degree industrial equipment service
5	store manager - retail	2024-03-11	professional book fairs	Toronto, ON	44.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Diploma Degree	7 months to less than 1 year	Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people	https://www.jobbank.gc.ca/jobsearch/jobposting/40483792?source=searchresults	35.0	hours per week	HOUR	ON	7040.0	38.0	store manager - retail Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people	Administrative Services	4.0	5	5	6	store manager retail professional book fair toronto onenglish diploma degree administrative service
6	administrative assistant	2024-03-25	URBAN DECOR FURNISHINGS	Brampton, ON	25.50 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Secondary/School Level	7 months to less than 1 year	Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service	https://www.jobbank.gc.ca/jobsearch/jobposting/40613014?source=searchresults	30.0	hours per week	HOUR	ON	4080.0	30.0	administrative assistant Determine and establish office procedures and routines, Schedule and confirm appointments, Answer telephone and relay telephone calls and messages, Answer electronic enquiries, Order office supplies and maintain inventory, Organize staff consultation and grievance procedures, Plan, organize, direct, control and evaluate daily operations, Arrange travel, related itineraries and make reservations, Greet people and direct them to contacts or service areas, Open and distribute regular and electronic incoming mail and other material and co-ordinate the flow of information, Provide customer service	Administrative Services	4.0	3	5	6	administrative assistant urban decor furnishing brampton onenglish secondaryschool level administrative service
7	store manager - retail	2024-03-11	professional book fairs	Milton, ON	44.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Diploma Degree	7 months to less than 1 year	Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people	https://www.jobbank.gc.ca/jobsearch/jobposting/40483813?source=searchresults	35.0	hours per week	HOUR	ON	7040.0	38.0	store manager - retail Manage staff and assign duties, Determine merchandise and services to be sold, Develop and implement marketing strategies, Plan budgets and monitor revenues and expenses, Determine staffing requirements, Resolve issues that may arise, including customer requests, complaints and supply shortages, Plan, organize, direct, control and evaluate daily operations, Recruit, hire and supervise staff and/or volunteers, Oversee payroll administration, Supervise office and volunteer staff, 3-4 people	Administrative Services	4.0	5	5	6	store manager retail professional book fair milton onenglish diploma degree administrative service
8	line cook	2024-03-06	Kelseys Grand Park	Mississauga, ON	17.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Secondary/School Level	1 year to less than 2 years	Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Prepare and cook special meals for patients as instructed by dietitian or chef, Plan menus, determine size of food portions, estimate food requirements and costs, and monitor and order supplies, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Order supplies and equipment, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Recruit and hire staff, Organize buffets and banquets	https://www.jobbank.gc.ca/jobsearch/jobposting/40437740?source=searchresults	40.0	hours per week	HOUR	ON	2720.0	40.0	line cook Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Prepare and cook special meals for patients as instructed by dietitian or chef, Plan menus, determine size of food portions, estimate food requirements and costs, and monitor and order supplies, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Order supplies and equipment, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Recruit and hire staff, Organize buffets and banquets	Culinary Services	5.0	3	1	6	line cook kelseys grand park mississauga onenglish secondaryschool level culinary service
9	cook, ethnic foods	2024-03-17	Mr. Shawarma	Ottawa, ON	18.00 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Diploma Degree	1 year to less than 2 years	Prepare and cook complete meals or individual dishes and foods, Train staff in preparation, cooking and handling of food, Clean kitchen and work areas, Ensure that food and service meet quality control standards, Prepare and cook meals or specialty foods	https://www.jobbank.gc.ca/jobsearch/jobposting/40541336?source=searchresults	40.0	hours per week	HOUR	ON	2880.0	30.0	cook, ethnic foods Prepare and cook complete meals or individual dishes and foods, Train staff in preparation, cooking and handling of food, Clean kitchen and work areas, Ensure that food and service meet quality control standards, Prepare and cook meals or specialty foods	Culinary Services	5.0	5	1	6	cook ethnic food mr shawarma ottawa onenglish diploma degree culinary service
10	retail sales associate	2024-03-15	1000642698 Ontario Inc.	Elliot Lake, ON	17.50 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Secondary/School Level	1 to less than 7 months	Operate cash register, Perform data entry, Provide customer service, Assist in display of merchandise, Greet customers and discuss type, quality and quantity of merchandise or services sought for purchase, rental or lease, Prepare merchandise for purchase, rental or lease, Prepare sales, rental or leasing contracts and accept cash, cheque, credit card or automatic debit payment	https://www.jobbank.gc.ca/jobsearch/jobposting/40525006?source=searchresults	32.5	hours per week	HOUR	ON	2800.0	30.0	retail sales associate Operate cash register, Perform data entry, Provide customer service, Assist in display of merchandise, Greet customers and discuss type, quality and quantity of merchandise or services sought for purchase, rental or lease, Prepare merchandise for purchase, rental or lease, Prepare sales, rental or leasing contracts and accept cash, cheque, credit card or automatic debit payment	Administrative Services	3.0	3	5	6	retail sale associate ontario inc elliot lake onenglish secondaryschool level administrative service
11	hotel managing supervisor	2024-03-18	DAYS INN BRAMPTON	Brampton, ON	22.00 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Secondary/School Level	1 year to less than 2 years	Perform same duties as workers supervised, Co-ordinate, assign and review work, Maintain operation of computer systems, equipment, machinery and arrange repair work to ensure business continuity and customer service delivery, Establish work schedules and procedures and co-ordinate activities with other work units or departments, Hire and train staff in job duties, safety procedures and company policies, Resolve work-related problems and prepare and submit progress and other reports	https://www.jobbank.gc.ca/jobsearch/jobposting/40546989?source=searchresults	37.5	hours per week	HOUR	ON	3520.0	30.0	hotel managing supervisor Perform same duties as workers supervised, Co-ordinate, assign and review work, Maintain operation of computer systems, equipment, machinery and arrange repair work to ensure business continuity and customer service delivery, Establish work schedules and procedures and co-ordinate activities with other work units or departments, Hire and train staff in job duties, safety procedures and company policies, Resolve work-related problems and prepare and submit progress and other reports	Healthcare/Technical Software Solutions	5.0	3	11	6	hotel managing supervisor day inn brampton brampton onenglish secondaryschool level healthcaretechnical software solution

	Title	Date Posted	Employer	Location	Salary	Employment Type	Start Date	Vacancies	Languages	Education	Experience	Responsibilities	url	Work_hours	Work_hours_measure	Salary_measure	Province and Territories	Derived_Monthly_Salary	advertisment_validuty_duration	Title_and_Responsibilities_Text	Job_Field	Experience_encoded	Education_Encoded	Job_Field_Encoded	Employment_Type_Encoded	job_description_text
71418	legal assistant	2024-03-12	De Novo Law	Lloydminster, SK	22.00 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40495791?source=searchresults	39.764524	hours per week	HOUR	SK	3520.0	35.334534	legal assistant	Administrative Services	0.0	1	5	6	legal assistant de novo law lloydminster skenglish basic level literacy administrative service
71420	housekeeper	2024-03-21	Duncan Jessiman	Winnipeg, MB	17.50 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Diploma Degree	Experience an asset	Sweep, mop, wash and polish floors, Dust furniture, Vacuum carpeting, area rugs, draperies and upholstered furniture, Make beds and change sheets, Stock linen closet, Disinfect operating rooms and other areas, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Wash windows, walls and ceilings	https://www.jobbank.gc.ca/jobsearch/jobposting/40578844?source=searchresults	40.000000	hours per week	HOUR	MB	2800.0	30.000000	housekeeper Sweep, mop, wash and polish floors, Dust furniture, Vacuum carpeting, area rugs, draperies and upholstered furniture, Make beds and change sheets, Stock linen closet, Disinfect operating rooms and other areas, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Wash windows, walls and ceilings	Hospitality and Cleaning Services	2.0	5	2	6	housekeeper duncan jessiman winnipeg mbenglish diploma degree hospitality cleaning service
71421	cashier	2024-01-28	Africa Food General Inc.	Winnipeg, MB	25.00 HOUR	Permanent Full Time	Starts as soon as possible	4.0	English	Secondary/School Level	Will train	Operate cash register, Scan items, Receive payment for goods or services, Stock shelves and clean counter area, Greet customers, Provide customer service	https://www.jobbank.gc.ca/jobsearch/jobposting/40140369?source=searchresults	35.000000	hours per week	HOUR	MB	4000.0	64.000000	cashier Operate cash register, Scan items, Receive payment for goods or services, Stock shelves and clean counter area, Greet customers, Provide customer service	Administrative Services	1.0	3	5	6	cashier africa food general inc winnipeg mbenglish secondaryschool level administrative service
71422	personal support worker - home support	2024-03-06	North Minto Residence	Minto, NB	18.00 HOUR	Permanent Full Time	Starts as soon as possible	6.0	English	Secondary/School Level	1 to less than 7 months	Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Change non-sterile dressings, Collect specimens, Feed or assist in feeding, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Provide personal care, Prepare and serve nutritious meals	https://www.jobbank.gc.ca/jobsearch/jobposting/40436536?source=searchresults	49.500000	hours per week	HOUR	NB	2880.0	53.000000	personal support worker - home support Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Change non-sterile dressings, Collect specimens, Feed or assist in feeding, Launder clothing and household linens, Perform light housekeeping and cleaning duties, Provide personal care, Prepare and serve nutritious meals	Healthcare/Technical Software Solutions	3.0	3	11	6	personal support worker home support north minto residence minto nbenglish secondaryschool level healthcaretechnical software solution
71424	food service supervisor	2024-03-13	MOOSE PIZZA INC.	Whitehorse, YT	17.82 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Diploma Degree	1 year to less than 2 years	Supervise and co-ordinate activities of staff who prepare and portion food, Estimate ingredient and supplies required for meal preparation, Ensure that food and service meet quality control standards, Prepare and submit reports, Prepare food order summaries for chef, Supervise and check assembly of trays, Establish work schedules, 1 to 2 people, 3-4 people, 5-10 people, Cook (general), Food service counter attendants and food preparers, Kitchen and food service helpers	https://www.jobbank.gc.ca/jobsearch/jobposting/40508496?source=searchresults	35.000000	hours per week	HOUR	YT	2851.2	30.000000	food service supervisor Supervise and co-ordinate activities of staff who prepare and portion food, Estimate ingredient and supplies required for meal preparation, Ensure that food and service meet quality control standards, Prepare and submit reports, Prepare food order summaries for chef, Supervise and check assembly of trays, Establish work schedules, 1 to 2 people, 3-4 people, 5-10 people, Cook (general), Food service counter attendants and food preparers, Kitchen and food service helpers	Culinary Services	5.0	5	1	6	food service supervisor moose pizza inc whitehorse ytenglish diploma degree culinary service
71425	server - food and beverage services	2024-02-24	Thai Ivory Cuisine	Bedford, NS	15.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Secondary/School Level	1 year to less than 2 years	Must be of legal age to mix and serve alcoholic beverages, Address customers' complaints or concerns, Prepare and serve specialty food at customers' tables, Present bills to customers and accept payment in cash, credit or debit cards, travellers cheques or room billings, Describe menu items including daily specials for customers, Enforce provincial/territorial liquor legislation and regulations, Advise on menu selections, Balance cash and record sales, Clear and clean tables, trays and chairs, Describe and advise on wine selection, Greet patrons, present menus, make recommendations and answer questions regarding food and beverages, Order and maintain inventory of wines and wine glassware, Perform sensory evaluation of wines, Serve food and beverages, Supervise other servers and bussing staff, Take orders and relay to kitchen and bar staff, Schedule staff, Train staff, Assist clients/guests with special needs, Provide customer service, 3-4 people	https://www.jobbank.gc.ca/jobsearch/jobposting/40360087?source=searchresults	40.000000	hours per week	HOUR	NS	2400.0	57.000000	server - food and beverage services Must be of legal age to mix and serve alcoholic beverages, Address customers' complaints or concerns, Prepare and serve specialty food at customers' tables, Present bills to customers and accept payment in cash, credit or debit cards, travellers cheques or room billings, Describe menu items including daily specials for customers, Enforce provincial/territorial liquor legislation and regulations, Advise on menu selections, Balance cash and record sales, Clear and clean tables, trays and chairs, Describe and advise on wine selection, Greet patrons, present menus, make recommendations and answer questions regarding food and beverages, Order and maintain inventory of wines and wine glassware, Perform sensory evaluation of wines, Serve food and beverages, Supervise other servers and bussing staff, Take orders and relay to kitchen and bar staff, Schedule staff, Train staff, Assist clients/guests with special needs, Provide customer service, 3-4 people	Healthcare/Technical Software Solutions	5.0	3	11	6	server food beverage service thai ivory cuisine bedford nsenglish secondaryschool level healthcaretechnical software solution
71426	diesel mechanic	2024-03-19	Sullivan Sales & Service Inc	Grand Manan, NB	25.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Diploma Degree	1 year to less than 2 years	Troubleshoot and inspect equipment to detect faults and malfunctions, Adjust equipment and repair or replace defective parts, Keep maintenance reports and documentation, Welding experience, Clean, lubricate and perform other maintenance work, Perform other routine maintenance	https://www.jobbank.gc.ca/jobsearch/jobposting/40559425?source=searchresults	47.500000	hours per week	HOUR	NB	4000.0	14.000000	diesel mechanic Troubleshoot and inspect equipment to detect faults and malfunctions, Adjust equipment and repair or replace defective parts, Keep maintenance reports and documentation, Welding experience, Clean, lubricate and perform other maintenance work, Perform other routine maintenance	Industrial Equipment Services	5.0	5	6	6	diesel mechanic sullivan sale service inc grand manan nbenglish diploma degree industrial equipment service
71427	Web designer	2024-02-13	KAYA TECHNOLOGIES LTD.	Regina, SK	23.00 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Bachelor Degree	1 year to less than 2 years	Consult with clients to develop and document Website requirements, Prepare mock-ups and storyboards, Develop Website architecture and determine hardware and software requirements, Source, select and organize information for inclusion and design the appearance, layout and flow of the Website, Create and optimize content for Website using a variety of graphics, database, animation and other software, Conduct tests and perform security and quality controls, Plan, design, write, modify, integrate and test Web-site related code, Estimate time to complete graphic designs and illustrations, Consult with clients to establish the overall look, graphic elements and content of communications materials, Develop the graphic elements that meet the clients' objectives, Prepare sketches, layouts and graphic elements, Use existing photo and illustration banks and typography guides, Co-ordinate sub-contracting, Develop and produce realistic or representational sketches and final illustrations	https://www.jobbank.gc.ca/jobsearch/jobposting/40273942?source=searchresults	35.000000	hours per week	HOUR	SK	3680.0	55.000000	Web designer Consult with clients to develop and document Website requirements, Prepare mock-ups and storyboards, Develop Website architecture and determine hardware and software requirements, Source, select and organize information for inclusion and design the appearance, layout and flow of the Website, Create and optimize content for Website using a variety of graphics, database, animation and other software, Conduct tests and perform security and quality controls, Plan, design, write, modify, integrate and test Web-site related code, Estimate time to complete graphic designs and illustrations, Consult with clients to establish the overall look, graphic elements and content of communications materials, Develop the graphic elements that meet the clients' objectives, Prepare sketches, layouts and graphic elements, Use existing photo and illustration banks and typography guides, Co-ordinate sub-contracting, Develop and produce realistic or representational sketches and final illustrations	Healthcare/Technical Software Solutions	5.0	6	11	6	web designer kaya technology ltd regina skenglish bachelor degree healthcaretechnical software solution
71428	personal support worker - home support	2024-02-19	Co-Care Health Group Inc	Steinbach, MB	18.00 HOUR	Permanent Full Time	Starts as soon as possible	1.0	English	Secondary/School Level	1 year to less than 2 years	Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Assume full responsibility for household (in absence of householder), Change non-sterile dressings, Feed or assist in feeding, Launder clothing and household linens, Mend clothing and linens, Perform light housekeeping and cleaning duties, Provide companionship, Provide personal care, Shop for food and household supplies, Prepare and serve nutritious meals	https://www.jobbank.gc.ca/jobsearch/jobposting/40322706?source=searchresults	40.000000	hours per week	HOUR	MB	2880.0	54.000000	personal support worker - home support Administer bedside and personal care, Administer medications, Assist clients with bathing and other aspects of personal hygiene, Assist in regular exercise, e.g., walk, Assume full responsibility for household (in absence of householder), Change non-sterile dressings, Feed or assist in feeding, Launder clothing and household linens, Mend clothing and linens, Perform light housekeeping and cleaning duties, Provide companionship, Provide personal care, Shop for food and household supplies, Prepare and serve nutritious meals	Healthcare/Technical Software Solutions	5.0	3	11	6	personal support worker home support cocare health group inc steinbach mbenglish secondaryschool level healthcaretechnical software solution
71429	cook	2024-02-28	Kaapitaarvik Inc.	Iqaluit, NU	24.00 HOUR	Permanent Full Time	Starts as soon as possible	2.0	English	Secondary/School Level	3 years to less than 5 years	Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Manage kitchen operations	https://www.jobbank.gc.ca/jobsearch/jobposting/40384090?source=searchresults	40.000000	hours per week	HOUR	NU	3840.0	60.000000	cook Prepare and cook complete meals or individual dishes and foods, Prepare dishes for customers with food allergies or intolerances, Inspect kitchens and food service areas, Train staff in preparation, cooking and handling of food, Maintain inventory and records of food, supplies and equipment, Clean kitchen and work areas, Manage kitchen operations	Culinary Services	7.0	3	1	6	cook kaapitaarvik inc iqaluit nuenglish secondaryschool level culinary service

Most frequently occurring

	Title	Date Posted	Employer	Location	Salary	Employment Type	Start Date	Vacancies	Languages	Education	Experience	Responsibilities	url	Work_hours	Work_hours_measure	Salary_measure	Province and Territories	Derived_Monthly_Salary	advertisment_validuty_duration	Title_and_Responsibilities_Text	Job_Field	Experience_encoded	Education_Encoded	Job_Field_Encoded	Employment_Type_Encoded	job_description_text	# duplicates
0	Become a Correctional Officer I: Opportunities for Persons with Disabilities	2024-03-27	Correctional Service Canada	Drumheller, , AB	66,974 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40634101?source=searchresults	39.764524	hours per week	YEAR	AB	5581.166667	21.0	Become a Correctional Officer I: Opportunities for Persons with Disabilities	Childcare and Administrative Services	0.0	1	8	6	become correctional officer opportunity person disability correctional service canada drumheller abenglish basic level literacy childcare administrative service	2
1	Electrical Engineer	2024-03-25	National Defence - Assistant Deputy Minister (Infrastructure and Environment)	Edmonton, , AB	104,135 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40614709?source=searchresults	39.764524	hours per week	YEAR	AB	8677.916667	22.0	Electrical Engineer	Healthcare/Technical Software Solutions	0.0	1	11	6	electrical engineer national defence assistant deputy minister infrastructure environment edmonton abenglish basic level literacy healthcaretechnical software solution	2
2	Real Property Coordinator / Real Property Officer	2024-03-22	National Defence - Real Property Operations	Calgary, , AB	72,171 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40589620?source=searchresults	39.764524	hours per week	YEAR	AB	6014.250000	17.0	Real Property Coordinator / Real Property Officer	Logistics and Transportation	0.0	1	9	6	real property coordinator real property officer national defence real property operation calgary abenglish basic level literacy logistics transportation	2
3	Registry Officer (Inventory)	2024-03-28	Courts Administration Service	Calgary, , AB	72,171 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40646845?source=searchresults	39.764524	hours per week	YEAR	AB	6014.250000	185.0	Registry Officer (Inventory)	Logistics and Transportation	0.0	1	9	6	registry officer inventory court administration service calgary abenglish basic level literacy logistics transportation	2
4	Senior Engineer, EN-ENG-04 / Physical Science Planning Officer, PC-03	2024-03-18	Environment and Climate Change Canada - Environmental Protection Branch	Calgary, , AB	97,479 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40615440?source=searchresults	39.764524	hours per week	YEAR	AB	8123.250000	15.0	Senior Engineer, EN-ENG-04 / Physical Science Planning Officer, PC-03	Healthcare/Technical Software Solutions	0.0	1	11	6	senior engineer eneng physical science planning officer pc environment climate change canada environmental protection branch calgary abenglish basic level literacy healthcaretechnical software solution	2
5	Stream 1: Administrative Assistant/Officer, Stream 2: Executive Assistant.	2024-03-27	Environment and Climate Change Canada - Canada Water Agency	Edmonton, , AB	60,424 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Basic level of literacy	No experience		https://www.jobbank.gc.ca/jobsearch/jobposting/40638553?source=searchresults	39.764524	hours per week	YEAR	AB	5035.333333	7.0	Stream 1: Administrative Assistant/Officer, Stream 2: Executive Assistant.	Industrial Equipment Services	0.0	1	6	6	stream administrative assistantofficer stream executive assistant environment climate change canada canada water agency edmonton abenglish basic level literacy industrial equipment service	2
6	health policy research analyst	2024-02-27	Amaris Conseil Inc	250 Yonge St.Toronto, , ONM5C 1T4	70,000 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Master Degree	5 years or more	Perform administrative tasks, Compile and analyze statistical information provided by private and public health care institutions and organizations, Produce reports, Present the views of an association or organization to members, the media and the general public, Organize conferences and meetings, Prepare research papers, educational texts or articles, Provide consulting services to government and other organizations, Conduct literature reviews, Interpret trends and developments on health issues, Conduct evaluations and assessments of health projects and programs, Deliver presentations at conferences, workshops or symposia, Monitor and compile research results, Offer mentoring	https://www.jobbank.gc.ca/jobsearch/jobposting/40379009?source=searchresults	40.000000	hours per week	YEAR	ON	5833.333333	57.0	health policy research analyst Perform administrative tasks, Compile and analyze statistical information provided by private and public health care institutions and organizations, Produce reports, Present the views of an association or organization to members, the media and the general public, Organize conferences and meetings, Prepare research papers, educational texts or articles, Provide consulting services to government and other organizations, Conduct literature reviews, Interpret trends and developments on health issues, Conduct evaluations and assessments of health projects and programs, Deliver presentations at conferences, workshops or symposia, Monitor and compile research results, Offer mentoring	Healthcare/Technical Software Solutions	8.0	7	11	6	health policy research analyst amaris conseil inc yonge sttoronto onmc tenglish master degree healthcaretechnical software solution	2
7	software developer	2024-03-04	Laboratoires Acumatica Canada	Montréal, , QC	107,000 YEAR	Permanent Full Time	Starts as soon as possible	1.0	English	Bachelor Degree	5 years or more	Write, modify, integrate and test software code, Write, modify, integrate and test software code for e-commerce and other Internet applications	https://www.jobbank.gc.ca/jobsearch/jobposting/40418548?source=searchresults	40.000000	hours per week	YEAR	QC	8916.666667	39.0	software developer Write, modify, integrate and test software code, Write, modify, integrate and test software code for e-commerce and other Internet applications	Healthcare/Technical Software Solutions	8.0	6	11	6	software developer laboratoires acumatica canada montral qcenglish bachelor degree healthcaretechnical software solution	2

Overview

Variables

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Most frequent character per category

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Uppercase Letter

Other Punctuation

Decimal Number

Dash Punctuation

Space Separator

Close Punctuation

Open Punctuation

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Most frequent character per script

Latin

Common

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Most frequent character per block

ASCII

Punctuation

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Dash Punctuation

Math Symbol

Space Separator

Open Punctuation

Close Punctuation

Initial Punctuation

Final Punctuation

Modifier Symbol

Currency Symbol

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values